predictModel: Draw a ggplot with an object of class gam

In cardiomoon/webr2: Data and Functions for Web-Based Analysis

Description

Draw a ggplot with an object of class gam

Usage

predictModel(
  model,
  select = NULL,
  point = TRUE,
  se = TRUE,
  by,
  type = "response",
  interactive = FALSE,
  fillcolor = "red",
  fillalpha = 0.4,
  ...
)

Arguments

model	An object of class gam
select	numeric Choices of dependent variables to plot
point	logical Whether or not draw point
se	logical Whether or not draw confidence interval
by	NULL or character optional name of factor variable
type	character type argument to be passed to predict.gam
interactive	logical If true, make a interactive plot
fillcolor	character The fill color of geom_ribbon
fillalpha	numeric The alpha value of geom_ribbon
...	further arguments to be passed to geom_point_interactive

Examples

model=lm(mpg~wt+hp+am,data=mtcars)
predictModel(model,interactive=TRUE)
predictModel(model,by=am)
predictModel(model,by=am,interactive=TRUE)

model=lm(Sepal.Length~Sepal.Width+Petal.Length+Species,data=iris)
summary(model)
predictModel(model)
predictModel(model,interactive=TRUE)
predictModel(model,by=Species)
data(colon,package="survival")
model=glm(status~rx+age+nodes,data=colon,family=binomial)
predictModel(model)
predictModel(model,by=rx)
predictModel(model,by=rx,type="link")
predictModel(model,type="link")

cardiomoon/webr2 documentation built on April 24, 2020, 9:44 p.m.